PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags. - Ji Ho Park; Peng Xu 008; Pascale Fung (SemEval@NAACL-HLT, 2018)

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. - Peng Xu 008; Andrea Madotto; Chien-Sheng Wu; Ji Ho Park; Pascale Fung (WASSA@EMNLP, 2018)

Generalizing Question Answering System with Pre-trained Language Model Fine-tuning. - Dan Su 003; Yan Xu 012; Genta Indra Winata; Peng Xu 008; Hyeondey Kim; Zihan Liu 001; Pascale Fung (MRQA@EMNLP, 2019)

MoEL: Mixture of Empathetic Listeners. - Zhaojiang Lin; Andrea Madotto; Jamin Shin; Peng Xu 008; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. - Zihan Liu 001; Jamin Shin; Yan Xu 012; Genta Indra Winata; Peng Xu 008; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. - Peng Xu 008; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

A Novel Repetition Normalized Adversarial Reward for Headline Generation. - Peng Xu 008; Pascale Fung (ICASSP, 2019)

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. - Genta Indra Winata; Andrea Madotto; Zhaojiang Lin; Jamin Shin; Yan Xu 012; Peng Xu 008; Pascale Fung (SemEval@NAACL-HLT, 2019)

HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead. - Jamin Shin; Peng Xu 008; Andrea Madotto; Pascale Fung (CoRR, 2019)

CAiRE: An End-to-End Empathetic Chatbot. - Zhaojiang Lin; Peng Xu 008; Genta Indra Winata; Zihan Liu 001; Pascale Fung (CoRR, 2019)

CAiRE: An End-to-End Empathetic Chatbot. - Zhaojiang Lin; Peng Xu 008; Genta Indra Winata; Farhad Bin Siddique; Zihan Liu 001; Jamin Shin; Pascale Fung (AAAI, 2020)

Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. - Zihan Liu 001; Genta Indra Winata; Zhaojiang Lin; Peng Xu 008; Pascale Fung (AAAI, 2020)

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Pascale Fung (ACL, 2020)

Meta-Transfer Learning for Code-Switched Speech Recognition. - Genta Indra Winata; Samuel Cahyawijaya; Zhaojiang Lin; Zihan Liu 001; Peng Xu 008; Pascale Fung (ACL, 2020)

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Zhaojiang Lin; Pascale Fung (EMNLP (1), 2020)

MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models. - Peng Xu 008; Mostofa Patwary; Mohammad Shoeybi; Raul Puri; Pascale Fung; Anima Anandkumar; Bryan Catanzaro (EMNLP (1), 2020)

Generating Empathetic Responses by Looking Ahead the User's Sentiment. - Jamin Shin; Peng Xu 008; Andrea Madotto; Pascale Fung (ICASSP, 2020)

Learning Fast Adaptation on Cross-Accented Speech Recognition. - Genta Indra Winata; Samuel Cahyawijaya; Zihan Liu 001; Zhaojiang Lin; Andrea Madotto; Peng Xu 008; Pascale Fung (INTERSPEECH, 2020)

Getting To Know You: User Attribute Extraction from Dialogues. - Chien-Sheng Wu; Andrea Madotto; Zhaojiang Lin; Peng Xu 008; Pascale Fung (LREC, 2020)

Variational Transformers for Diverse Response Generation. - Zhaojiang Lin; Genta Indra Winata; Peng Xu 008; Zihan Liu 001; Pascale Fung (CoRR, 2020)

EmoGraph: Capturing Emotion Correlations using Graph Networks. - Peng Xu 008; Zihan Liu 001; Genta Indra Winata; Zhaojiang Lin; Pascale Fung (CoRR, 2020)

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. - Yan Xu 012; Etsuko Ishii; Genta Indra Winata; Zhaojiang Lin; Andrea Madotto; Zihan Liu 001; Peng Xu 008; Pascale Fung (DialDoc@ACL-IJCNLP, 2021)

BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling. - Zhaojiang Lin; Andrea Madotto; Genta Indra Winata; Peng Xu 008; Feijun Jiang; Yuxiang Hu; Chen Shi; Pascale Fung (NeurIPS Datasets and Benchmarks, 2021)

X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. - Zihan Liu 001; Genta Indra Winata; Peng Xu 008; Pascale Fung (RepL4NLP@ACL-IJCNLP, 2021)

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. - Holy Lovenia; Samuel Cahyawijaya; Genta Indra Winata; Peng Xu 008; Yan Xu 012; Zihan Liu 001; Rita Frieske; Tiezheng Yu; Wenliang Dai; Elham J. Barezi; Pascale Fung (CoRR, 2021)

Evaluating Parameter Efficient Learning for Generation. - Peng Xu 008; Mostofa Patwary; Shrimai Prabhumoye; Virginia Adams; Ryan Prenger; Wei Ping; Nayeon Lee; Mohammad Shoeybi; Bryan Catanzaro (EMNLP, 2022)

QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation. - Dan Su 003; Peng Xu 008; Pascale Fung (ICASSP, 2022)

CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command Recognition. - Wenliang Dai; Samuel Cahyawijaya; Tiezheng Yu; Elham J. Barezi; Peng Xu 008; Cheuk Tung Yiu; Rita Frieske; Holy Lovenia; Genta Indra Winata; Qifeng Chen; Xiaojuan Ma; Bertram E. Shi; et al. (LREC, 2022)

ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. - Holy Lovenia; Samuel Cahyawijaya; Genta Indra Winata; Peng Xu 008; Yan Xu 012; Zihan Liu 001; Rita Frieske; Tiezheng Yu; Wenliang Dai; Elham J. Barezi; Qifeng Chen; Xiaojuan Ma; et al. (LREC, 2022)

Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset. - Tiezheng Yu; Rita Frieske; Peng Xu 008; Samuel Cahyawijaya; Cheuk Tung Shadow Yiu; Holy Lovenia; Wenliang Dai; Elham J. Barezi; Qifeng Chen; Xiaojuan Ma; Bertram E. Shi; Pascale Fung (LREC, 2022)

Factuality Enhanced Language Models for Open-Ended Text Generation. - Nayeon Lee; Wei Ping; Peng Xu 008; Mostofa Patwary; Pascale Fung; Mohammad Shoeybi; Bryan Catanzaro (NeurIPS, 2022)

Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. - Boxin Wang; Wei Ping; Chaowei Xiao; Peng Xu 008; Mostofa Patwary; Mohammad Shoeybi; Bo Li 026; Anima Anandkumar; Bryan Catanzaro (NeurIPS, 2022)

CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition. - Wenliang Dai; Samuel Cahyawijaya; Tiezheng Yu; Elham J. Barezi; Peng Xu 008; Cheuk Tung Shadow Yiu; Rita Frieske; Holy Lovenia; Genta Indra Winata; Qifeng Chen; Xiaojuan Ma; Bertram E. Shi; et al. (CoRR, 2022)

Factuality Enhanced Language Models for Open-Ended Text Generation. - Nayeon Lee; Wei Ping; Peng Xu 008; Mostofa Patwary; Mohammad Shoeybi; Bryan Catanzaro (CoRR, 2022)

Context Generation Improves Open Domain Question Answering. - Dan Su 003; Mostofa Patwary; Shrimai Prabhumoye; Peng Xu 008; Ryan Prenger; Mohammad Shoeybi; Pascale Fung; Anima Anandkumar; Bryan Catanzaro (EACL (Findings), 2023)

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. - Boxin Wang; Wei Ping; Peng Xu 008; Lawrence McAfee; Zihan Liu 001; Mohammad Shoeybi; Yi Dong; Oleksii Kuchaiev; Bo Li 026; Chaowei Xiao; Anima Anandkumar; Bryan Catanzaro (EMNLP, 2023)

RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models. - Jie Huang 009; Wei Ping; Peng Xu 008; Mohammad Shoeybi; Kevin Chen-Chuan Chang; Bryan Catanzaro (CoRR, 2023)

Retrieval meets Long Context Large Language Models. - Peng Xu 008; Wei Ping; Xianchao Wu; Lawrence McAfee; Chen Zhu 001; Zihan Liu 001; Sandeep Subramanian; Evelina Bakhturina; Mohammad Shoeybi; Bryan Catanzaro (ICLR, 2024)

InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. - Boxin Wang; Wei Ping; Lawrence McAfee; Peng Xu 008; Bo Li 026; Mohammad Shoeybi; Bryan Catanzaro (ICML, 2024)

ChatQA: Surpassing GPT-4 on Conversational QA and RAG. - Zihan Liu 001; Wei Ping; Rajarshi Roy 003; Peng Xu 008; Chankyu Lee; Mohammad Shoeybi; Bryan Catanzaro (NeurIPS, 2024)

ChatQA: Building GPT-4 Level Conversational QA Models. - Zihan Liu 001; Wei Ping; Rajarshi Roy 003; Peng Xu 008; Chankyu Lee; Mohammad Shoeybi; Bryan Catanzaro (CoRR, 2024)

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. - Peng Xu 008; Wei Ping; Xianchao Wu; Zihan Liu 001; Mohammad Shoeybi; Bryan Catanzaro (CoRR, 2024)

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. - Peng Xu 008; Wei Ping; Xianchao Wu; Chejian Xu; Zihan Liu 001; Mohammad Shoeybi; Bryan Catanzaro (ICLR, 2025)

From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models. - Chejian Xu; Wei Ping; Peng Xu 008; Zihan Liu 001; Boxin Wang; Mohammad Shoeybi; Bo Li 026; Bryan Catanzaro (CoRR, 2025)

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning. - Yang Chen; Zhuolin Yang; Zihan Liu 001; Chankyu Lee; Peng Xu 008; Mohammad Shoeybi; Bryan Catanzaro; Wei Ping (CoRR, 2025)